Computation, Dynamics, and Cognition

Computation, Dynamics, and Cognition
Author :
Publisher : Oxford University Press
Total Pages : 192
Release :
ISBN-10 : 0195358198
ISBN-13 : 9780195358193
Rating : 4/5 (98 Downloads)

Book Synopsis Computation, Dynamics, and Cognition by : Marco Giunti

Download or read book Computation, Dynamics, and Cognition written by Marco Giunti and published by Oxford University Press. This book was released on 1997-06-26 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Currently there is growing interest in the application of dynamical methods to the study of cognition. Computation, Dynamics, and Cognition investigates this convergence from a theoretical and philosophical perspective, generating a provocative new view of the aims and methods of cognitive science. Advancing the dynamical approach as the methodological frame best equipped to guide inquiry in the field's two main research programs--the symbolic and connectionist approaches--Marco Giunti engages a host of questions crucial not only to the science of cognition, but also to computation theory, dynamical systems theory, philosophy of mind, and philosophy of science. In chapter one Giunti employs a dynamical viewpoint to explore foundational issues in computation theory. Using the concept of Turing computability, he precisely and originally defines the nature of a computational system, sharpening our understanding of computation theory and its applications. In chapter two he generalizes his definition of a computational system, arguing that the concept of Turing computability itself is relative to the kind of support on which Turing machine operate. Chapter three completes the book's conceptual foundation, discussing a form of scientific explanation for real dynamical systems that Giunti calls "Galilean explanation." The book's fourth and final chapter develops the methodological thesis that all cognitive systems are dynamical systems. On Giunti's view, a dynamical approach is likely to benefit even those scientific explanations of cognition which are based on symbolic models. Giunti concludes by proposing a new modeling practice for cognitive science, one based on "Galilean models" of cognitive systems. Innovative, lucidly-written, and broad-ranging in its analysis, Computation, Dynamics, and Cognition will interest philosophers of science and mind, as well as cognitive scientists, computer scientists, and theorists of dynamical systems. This book elaborates a comprehensive picture of the application of dynamical methods to the study of cognition. Giunti argues that both computational systems and connectionist networks are special types of dynamical systems. He shows how this dynamical approach can be applied to problems of cognition, information processing, consciousness, meaning, and the relation between body and mind.


Computation, Dynamics, and Cognition Related Books

Computation, Dynamics, and Cognition
Language: en
Pages: 192
Authors: Marco Giunti
Categories: Philosophy
Type: BOOK - Published: 1997-06-26 - Publisher: Oxford University Press

DOWNLOAD EBOOK

Currently there is growing interest in the application of dynamical methods to the study of cognition. Computation, Dynamics, and Cognition investigates this co
Computation, Dynamics, and Cognition
Language: en
Pages: 192
Authors: Marco Giunti
Categories: Computers
Type: BOOK - Published: 1997-07-24 - Publisher: Oxford University Press, USA

DOWNLOAD EBOOK

Advancing the dynamical approach as the methodological frame best equipped to guide inquiry in the field's two main research programs - the symbolic and connect
Dynamical Cognitive Science
Language: en
Pages: 386
Authors: Lawrence M. Ward
Categories: Psychology
Type: BOOK - Published: 2002 - Publisher: MIT Press

DOWNLOAD EBOOK

An introduction to the application of dynamical systems science to the cognitive sciences. Dynamical Cognitive Science makes available to the cognitive science
Neuronal Dynamics
Language: en
Pages: 591
Authors: Wulfram Gerstner
Categories: Computers
Type: BOOK - Published: 2014-07-24 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.
Neural Engineering
Language: en
Pages: 384
Authors: Chris Eliasmith
Categories: Computers
Type: BOOK - Published: 2003 - Publisher: MIT Press

DOWNLOAD EBOOK

A synthesis of current approaches to adapting engineering tools to the study of neurobiological systems.